Biying Fu received the B.S. degree in electrical engineering and information technoglogy from University of Karlsruhe, Germany, in 2011 and the M.S. degree in electrical engineering and information technoglogy from University of Karlsruhe, in 2014. She is currently pursuing the Ph.D. degree in informatics at Technical University of Darmstadt, Germany, on the topic "Applications for Human Activity Recognition with Non-optical Sensors". From 2014 till today, she is working as a Research Assistant with the Fraunhofer Institut for Computer Graphics IGD, Germany. Her research interest includes intelligent human machine interaction, machine learning, and deep learning for human activity recognition with sensor data. She is currently working in the department for Smart Living & Biometric Technologies.